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CMIP6 data in the cloud Julius Busecke Creative, fast, and fun climate science for everyone

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Who am I? Physical Oceanographer Senior Sta ff Associate - Columbia University Manager of Data and Computing - LEAP NSF-STC Lead of Open Science - M2LInES Core Developer of xGCM, xMIP Pangeo Fan, User, and Member Open Source/Open Science Advocate Maintainer of the Pangeo CMIP6 zarr stores

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I want to create a plot like this!

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Download Clean and Combine Crunch the data Interpret Results

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Download Clean and Combine Crunch the data Interpret Results β³πŸ’ΈπŸš«

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Download Clean and Combine Crunch the data Interpret Results ❌

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The Traditional Approach Bring the data to the compute Raw Data πŸ’½ πŸ§‘πŸ’»πŸ‘©πŸ’»πŸ§‘πŸ’» πŸ–₯ πŸš€ πŸ’½ πŸ’½ πŸ’½ Large Raw Data 🐌 Cloud O ff ice / Home / Wherever you work! Server/Laptop

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Our Approach Bring the compute to the data Raw Data πŸ’½ πŸ§‘πŸ’»πŸ‘©πŸ’»πŸ§‘πŸ’» πŸ–₯ πŸ’½ πŸ’½ πŸ’½ Small Data (Figures, Commands) 🐌 Cloud O ff ice / Home / Wherever you work! πŸ–₯ πŸ–₯ πŸ–₯ πŸš€ πŸš€ πŸš€ πŸš€

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Our Approach Bring the compute to the data Raw Data πŸ’½ πŸ§‘πŸ’»πŸ‘©πŸ’»πŸ§‘πŸ’» πŸ–₯ πŸ’½ πŸ’½ πŸ’½ Cloud O ff ice / Home / Wherever you work! πŸ–₯ πŸ–₯ πŸ–₯ πŸš€ πŸš€ πŸš€ πŸš€ πŸ§‘πŸ’»πŸ‘©πŸ’»πŸ§‘πŸ’» πŸ’¬πŸ’‘πŸ₯ΌπŸ€— Another Lab across the globe

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Nobody likes cleaning! Di ff erent dimension names in the CMIP data. 
 
 Not quite analysis -ready But easy and fast to f ix!!!

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Nobody likes cleaning! But its always faster if you split the work! https://github.com/jbusecke/xMIP Check it out and report any new issues with the data!

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Reproducible IPCC Science in Minutes IPCC Chapter 9 2-10 minutes on LEAP-Pangeo JupyterHub Code Repository https://github.com/jbusecke/presentation_wcrp_open_science_conference Scipy Talk https://www.youtube.com/watch?v=7niNfs3ZpfQ

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Its not just me! Lower barrier of entry + Quick exploration of ideas = New CMIPers! Teaching with the real data Student ➑ Scientist πŸš€ Not just for academics. Public/private sector uses the cloud data!

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I ❀ Feedback, questions, contributions. jbusecke juliusbusecke.com @jbusecke@hachyderm.io